Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 234522 |
| Missing cells | 2306313 |
| Missing cells (%) | 54.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 32.2 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 15 |
dep has a high cardinality: 101 distinct values | High cardinality |
date_de_passage has a high cardinality: 387 distinct values | High cardinality |
nbre_pass_corona is highly correlated with nbre_pass_corona_h and 1 other fields | High correlation |
nbre_pass_tot is highly correlated with nbre_pass_tot_h and 1 other fields | High correlation |
nbre_hospit_corona is highly correlated with nbre_hospit_corona_h and 1 other fields | High correlation |
nbre_pass_corona_h is highly correlated with nbre_pass_corona and 2 other fields | High correlation |
nbre_pass_corona_f is highly correlated with nbre_pass_corona and 1 other fields | High correlation |
nbre_pass_tot_h is highly correlated with nbre_pass_tot and 1 other fields | High correlation |
nbre_pass_tot_f is highly correlated with nbre_pass_tot and 1 other fields | High correlation |
nbre_hospit_corona_h is highly correlated with nbre_hospit_corona and 1 other fields | High correlation |
nbre_hospit_corona_f is highly correlated with nbre_hospit_corona | High correlation |
nbre_acte_corona is highly correlated with nbre_acte_corona_h and 1 other fields | High correlation |
nbre_acte_tot is highly correlated with nbre_acte_tot_h and 1 other fields | High correlation |
nbre_acte_corona_h is highly correlated with nbre_acte_corona and 1 other fields | High correlation |
nbre_acte_corona_f is highly correlated with nbre_acte_corona and 1 other fields | High correlation |
nbre_acte_tot_h is highly correlated with nbre_acte_tot and 1 other fields | High correlation |
nbre_acte_tot_f is highly correlated with nbre_acte_tot and 1 other fields | High correlation |
nbre_pass_corona has 2677 (1.1%) missing values | Missing |
nbre_pass_tot has 2677 (1.1%) missing values | Missing |
nbre_hospit_corona has 2677 (1.1%) missing values | Missing |
nbre_pass_corona_h has 195828 (83.5%) missing values | Missing |
nbre_pass_corona_f has 195828 (83.5%) missing values | Missing |
nbre_pass_tot_h has 195828 (83.5%) missing values | Missing |
nbre_pass_tot_f has 195828 (83.5%) missing values | Missing |
nbre_hospit_corona_h has 195828 (83.5%) missing values | Missing |
nbre_hospit_corona_f has 195828 (83.5%) missing values | Missing |
nbre_acte_corona has 128207 (54.7%) missing values | Missing |
nbre_acte_tot has 128207 (54.7%) missing values | Missing |
nbre_acte_corona_h has 216725 (92.4%) missing values | Missing |
nbre_acte_corona_f has 216725 (92.4%) missing values | Missing |
nbre_acte_tot_h has 216725 (92.4%) missing values | Missing |
nbre_acte_tot_f has 216725 (92.4%) missing values | Missing |
dep is uniformly distributed | Uniform |
date_de_passage is uniformly distributed | Uniform |
sursaud_cl_age_corona is uniformly distributed | Uniform |
nbre_pass_corona has 108098 (46.1%) zeros | Zeros |
nbre_hospit_corona has 142471 (60.7%) zeros | Zeros |
nbre_pass_corona_h has 10994 (4.7%) zeros | Zeros |
nbre_pass_corona_f has 11186 (4.8%) zeros | Zeros |
nbre_hospit_corona_h has 16197 (6.9%) zeros | Zeros |
nbre_hospit_corona_f has 17616 (7.5%) zeros | Zeros |
nbre_acte_corona has 44346 (18.9%) zeros | Zeros |
nbre_acte_corona_h has 3556 (1.5%) zeros | Zeros |
nbre_acte_corona_f has 2976 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-18 15:48:44.892620 |
|---|---|
| Analysis finished | 2021-03-18 15:49:13.267764 |
| Duration | 28.38 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 64 | 2322 |
|---|---|
| 30 | 2322 |
| 972 | 2322 |
| 78 | 2322 |
| 23 | 2322 |
| Other values (96) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.04950495 |
| Min length | 2 |
Characters and Unicode
| Total characters | 480654 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 01 |
|---|---|
| 2nd row | 01 |
| 3rd row | 01 |
| 4th row | 01 |
| 5th row | 01 |
| Value | Count | Frequency (%) |
| 64 | 2322 | 1.0% |
| 30 | 2322 | 1.0% |
| 972 | 2322 | 1.0% |
| 78 | 2322 | 1.0% |
| 23 | 2322 | 1.0% |
| 83 | 2322 | 1.0% |
| 09 | 2322 | 1.0% |
| 05 | 2322 | 1.0% |
| 79 | 2322 | 1.0% |
| 66 | 2322 | 1.0% |
| Other values (91) | 211302 |
| Value | Count | Frequency (%) |
| 64 | 2322 | 1.0% |
| 39 | 2322 | 1.0% |
| 78 | 2322 | 1.0% |
| 23 | 2322 | 1.0% |
| 83 | 2322 | 1.0% |
| 09 | 2322 | 1.0% |
| 05 | 2322 | 1.0% |
| 79 | 2322 | 1.0% |
| 66 | 2322 | 1.0% |
| 46 | 2322 | 1.0% |
| Other values (91) | 211302 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 55728 | |
| 2 | 51084 | |
| 1 | 48762 | |
| 3 | 48762 | |
| 4 | 48762 | |
| 5 | 46440 | |
| 6 | 46440 | |
| 9 | 46440 | |
| 8 | 44118 | |
| 0 | 39474 | |
| Other values (2) | 4644 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 476010 | |
| Uppercase Letter | 4644 | 1.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 7 | 55728 | |
| 2 | 51084 | |
| 1 | 48762 | |
| 3 | 48762 | |
| 4 | 48762 | |
| 5 | 46440 | |
| 6 | 46440 | |
| 9 | 46440 | |
| 8 | 44118 | |
| 0 | 39474 |
| Value | Count | Frequency (%) |
| A | 2322 | |
| B | 2322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 476010 | |
| Latin | 4644 | 1.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 7 | 55728 | |
| 2 | 51084 | |
| 1 | 48762 | |
| 3 | 48762 | |
| 4 | 48762 | |
| 5 | 46440 | |
| 6 | 46440 | |
| 9 | 46440 | |
| 8 | 44118 | |
| 0 | 39474 |
| Value | Count | Frequency (%) |
| A | 2322 | |
| B | 2322 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 480654 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 7 | 55728 | |
| 2 | 51084 | |
| 1 | 48762 | |
| 3 | 48762 | |
| 4 | 48762 | |
| 5 | 46440 | |
| 6 | 46440 | |
| 9 | 46440 | |
| 8 | 44118 | |
| 0 | 39474 | |
| Other values (2) | 4644 | 1.0% |
| Distinct | 387 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 2020-08-28 | 606 |
|---|---|
| 2020-09-08 | 606 |
| 2020-07-05 | 606 |
| 2020-04-17 | 606 |
| 2020-03-22 | 606 |
| Other values (382) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 2345220 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020-02-24 |
|---|---|
| 2nd row | 2020-02-24 |
| 3rd row | 2020-02-24 |
| 4th row | 2020-02-24 |
| 5th row | 2020-02-24 |
| Value | Count | Frequency (%) |
| 2020-08-28 | 606 | 0.3% |
| 2020-09-08 | 606 | 0.3% |
| 2020-07-05 | 606 | 0.3% |
| 2020-04-17 | 606 | 0.3% |
| 2020-03-22 | 606 | 0.3% |
| 2021-02-26 | 606 | 0.3% |
| 2020-03-16 | 606 | 0.3% |
| 2020-05-09 | 606 | 0.3% |
| 2020-10-06 | 606 | 0.3% |
| 2020-10-05 | 606 | 0.3% |
| Other values (377) | 228462 |
| Value | Count | Frequency (%) |
| 2020-08-28 | 606 | 0.3% |
| 2020-09-08 | 606 | 0.3% |
| 2020-07-05 | 606 | 0.3% |
| 2020-04-17 | 606 | 0.3% |
| 2020-03-22 | 606 | 0.3% |
| 2021-02-26 | 606 | 0.3% |
| 2020-03-16 | 606 | 0.3% |
| 2020-05-09 | 606 | 0.3% |
| 2020-10-06 | 606 | 0.3% |
| 2020-10-05 | 606 | 0.3% |
| Other values (377) | 228462 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 713868 | |
| 2 | 607212 | |
| - | 469044 | |
| 1 | 242400 | 10.3% |
| 3 | 62418 | 2.7% |
| 5 | 42420 | 1.8% |
| 4 | 41814 | 1.8% |
| 6 | 41814 | 1.8% |
| 7 | 41814 | 1.8% |
| 8 | 41814 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1876176 | |
| Dash Punctuation | 469044 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 713868 | |
| 2 | 607212 | |
| 1 | 242400 | 12.9% |
| 3 | 62418 | 3.3% |
| 5 | 42420 | 2.3% |
| 4 | 41814 | 2.2% |
| 6 | 41814 | 2.2% |
| 7 | 41814 | 2.2% |
| 8 | 41814 | 2.2% |
| 9 | 40602 | 2.2% |
| Value | Count | Frequency (%) |
| - | 469044 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2345220 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 713868 | |
| 2 | 607212 | |
| - | 469044 | |
| 1 | 242400 | 10.3% |
| 3 | 62418 | 2.7% |
| 5 | 42420 | 1.8% |
| 4 | 41814 | 1.8% |
| 6 | 41814 | 1.8% |
| 7 | 41814 | 1.8% |
| 8 | 41814 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2345220 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 713868 | |
| 2 | 607212 | |
| - | 469044 | |
| 1 | 242400 | 10.3% |
| 3 | 62418 | 2.7% |
| 5 | 42420 | 1.8% |
| 4 | 41814 | 1.8% |
| 6 | 41814 | 1.8% |
| 7 | 41814 | 1.8% |
| 8 | 41814 | 1.8% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| E | |
|---|---|
| A | |
| C | |
| 0 | |
| D |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 234522 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | A |
| 3rd row | B |
| 4th row | C |
| 5th row | D |
| Value | Count | Frequency (%) |
| E | 39087 | |
| A | 39087 | |
| C | 39087 | |
| 0 | 39087 | |
| D | 39087 | |
| B | 39087 |
| Value | Count | Frequency (%) |
| b | 39087 | |
| d | 39087 | |
| 0 | 39087 | |
| e | 39087 | |
| a | 39087 | |
| c | 39087 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39087 | |
| A | 39087 | |
| B | 39087 | |
| C | 39087 | |
| D | 39087 | |
| E | 39087 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 195435 | |
| Decimal Number | 39087 | 16.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 39087 | |
| B | 39087 | |
| C | 39087 | |
| D | 39087 | |
| E | 39087 |
| Value | Count | Frequency (%) |
| 0 | 39087 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 195435 | |
| Common | 39087 | 16.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 39087 | |
| B | 39087 | |
| C | 39087 | |
| D | 39087 | |
| E | 39087 |
| Value | Count | Frequency (%) |
| 0 | 39087 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 234522 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 39087 | |
| A | 39087 | |
| B | 39087 | |
| C | 39087 | |
| D | 39087 | |
| E | 39087 |
| Distinct | 251 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2677 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.432090405 |
|---|---|
| Minimum | 0 |
| Maximum | 635 |
| Zeros | 108098 |
| Zeros (%) | 46.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 15 |
| Maximum | 635 |
| Range | 635 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 10.37553732 |
|---|---|
| Coefficient of variation (CV) | 3.023095576 |
| Kurtosis | 437.680436 |
| Mean | 3.432090405 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 14.58621493 |
| Sum | 795713 |
| Variance | 107.6517747 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108098 | |
| 1 | 37180 | 15.9% |
| 2 | 20957 | 8.9% |
| 3 | 13504 | 5.8% |
| 4 | 9373 | 4.0% |
| 5 | 7016 | 3.0% |
| 6 | 5164 | 2.2% |
| 7 | 4239 | 1.8% |
| 8 | 3449 | 1.5% |
| 9 | 2720 | 1.2% |
| Other values (241) | 20145 | 8.6% |
| (Missing) | 2677 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 108098 | |
| 1 | 37180 | 15.9% |
| 2 | 20957 | 8.9% |
| 3 | 13504 | 5.8% |
| 4 | 9373 | 4.0% |
| Value | Count | Frequency (%) |
| 635 | 1 | |
| 549 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 525 | 1 |
| Distinct | 1633 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 2677 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.8979577 |
|---|---|
| Minimum | 0 |
| Maximum | 2240 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 29 |
| median | 59 |
| Q3 | 128 |
| 95-th percentile | 430 |
| Maximum | 2240 |
| Range | 2240 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 172.8076079 |
|---|---|
| Coefficient of variation (CV) | 1.465738773 |
| Kurtosis | 20.40682253 |
| Mean | 117.8979577 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 3.84231659 |
| Sum | 27334052 |
| Variance | 29862.46934 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 2617 | 1.1% |
| 19 | 2613 | 1.1% |
| 18 | 2612 | 1.1% |
| 20 | 2604 | 1.1% |
| 24 | 2567 | 1.1% |
| 23 | 2521 | 1.1% |
| 22 | 2491 | 1.1% |
| 28 | 2483 | 1.1% |
| 26 | 2466 | 1.1% |
| 25 | 2465 | 1.1% |
| Other values (1623) | 206406 | |
| (Missing) | 2677 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 583 | |
| 2 | 758 | |
| 3 | 981 | |
| 4 | 1034 |
| Value | Count | Frequency (%) |
| 2240 | 1 | |
| 2227 | 1 | |
| 2188 | 1 | |
| 2102 | 1 | |
| 2090 | 1 |
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2677 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.569423537 |
|---|---|
| Minimum | 0 |
| Maximum | 203 |
| Zeros | 142471 |
| Zeros (%) | 60.7% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 203 |
| Range | 203 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.452421075 |
|---|---|
| Coefficient of variation (CV) | 2.836978654 |
| Kurtosis | 167.7011925 |
| Mean | 1.569423537 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.229332032 |
| Sum | 363863 |
| Variance | 19.82405343 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142471 | |
| 1 | 34834 | 14.9% |
| 2 | 16710 | 7.1% |
| 3 | 9763 | 4.2% |
| 4 | 6598 | 2.8% |
| 5 | 4366 | 1.9% |
| 6 | 3193 | 1.4% |
| 7 | 2402 | 1.0% |
| 8 | 1856 | 0.8% |
| 9 | 1462 | 0.6% |
| Other values (108) | 8190 | 3.5% |
| (Missing) | 2677 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 142471 | |
| 1 | 34834 | 14.9% |
| 2 | 16710 | 7.1% |
| 3 | 9763 | 4.2% |
| 4 | 6598 | 2.8% |
| Value | Count | Frequency (%) |
| 203 | 1 | |
| 193 | 1 | |
| 168 | 1 | |
| 157 | 1 | |
| 150 | 1 |
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 195828 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.019408694 |
|---|---|
| Minimum | 0 |
| Maximum | 320 |
| Zeros | 10994 |
| Zeros (%) | 4.7% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 19 |
| Maximum | 320 |
| Range | 320 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 10.33690659 |
|---|---|
| Coefficient of variation (CV) | 2.059387315 |
| Kurtosis | 131.3806204 |
| Mean | 5.019408694 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.401733644 |
| Sum | 194221 |
| Variance | 106.8516379 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10994 | 4.7% |
| 1 | 6071 | 2.6% |
| 2 | 4292 | 1.8% |
| 3 | 3187 | 1.4% |
| 4 | 2413 | 1.0% |
| 5 | 1845 | 0.8% |
| 6 | 1474 | 0.6% |
| 7 | 1159 | 0.5% |
| 8 | 889 | 0.4% |
| 9 | 835 | 0.4% |
| Other values (134) | 5535 | 2.4% |
| (Missing) | 195828 |
| Value | Count | Frequency (%) |
| 0 | 10994 | |
| 1 | 6071 | |
| 2 | 4292 | 1.8% |
| 3 | 3187 | 1.4% |
| 4 | 2413 | 1.0% |
| Value | Count | Frequency (%) |
| 320 | 1 | |
| 280 | 1 | |
| 254 | 1 | |
| 244 | 1 | |
| 240 | 2 |
| Distinct | 152 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 195828 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.261513413 |
|---|---|
| Minimum | 0 |
| Maximum | 315 |
| Zeros | 11186 |
| Zeros (%) | 4.8% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 21 |
| Maximum | 315 |
| Range | 315 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 10.94614662 |
|---|---|
| Coefficient of variation (CV) | 2.080417888 |
| Kurtosis | 135.0207536 |
| Mean | 5.261513413 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.471297016 |
| Sum | 203589 |
| Variance | 119.8181259 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11186 | 4.8% |
| 1 | 6020 | 2.6% |
| 2 | 4103 | 1.7% |
| 3 | 3047 | 1.3% |
| 4 | 2240 | 1.0% |
| 5 | 1879 | 0.8% |
| 6 | 1455 | 0.6% |
| 7 | 1143 | 0.5% |
| 8 | 936 | 0.4% |
| 9 | 785 | 0.3% |
| Other values (142) | 5900 | 2.5% |
| (Missing) | 195828 |
| Value | Count | Frequency (%) |
| 0 | 11186 | |
| 1 | 6020 | |
| 2 | 4103 | 1.7% |
| 3 | 3047 | 1.3% |
| 4 | 2240 | 1.0% |
| Value | Count | Frequency (%) |
| 315 | 1 | |
| 292 | 1 | |
| 285 | 1 | |
| 283 | 1 | |
| 269 | 1 |
| Distinct | 933 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 195828 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.3007185 |
|---|---|
| Minimum | 0 |
| Maximum | 1176 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 78 |
| median | 135 |
| Q3 | 236 |
| 95-th percentile | 487 |
| Maximum | 1176 |
| Range | 1176 |
| Interquartile range (IQR) | 158 |
Descriptive statistics
| Standard deviation | 152.1908554 |
|---|---|
| Coefficient of variation (CV) | 0.8302796447 |
| Kurtosis | 4.090970279 |
| Mean | 183.3007185 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 1.819323611 |
| Sum | 7092638 |
| Variance | 23162.05647 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 66 | 230 | 0.1% |
| 68 | 220 | 0.1% |
| 69 | 217 | 0.1% |
| 77 | 217 | 0.1% |
| 82 | 213 | 0.1% |
| 71 | 213 | 0.1% |
| 83 | 210 | 0.1% |
| 55 | 210 | 0.1% |
| 95 | 209 | 0.1% |
| 86 | 209 | 0.1% |
| Other values (923) | 36546 | 15.6% |
| (Missing) | 195828 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 15 | |
| 2 | 18 | |
| 3 | 13 | |
| 4 | 17 |
| Value | Count | Frequency (%) |
| 1176 | 1 | |
| 1156 | 1 | |
| 1139 | 1 | |
| 1119 | 1 | |
| 1078 | 1 |
| Distinct | 877 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 195828 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 169.8685326 |
|---|---|
| Minimum | 0 |
| Maximum | 1084 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 74 |
| median | 125 |
| Q3 | 218 |
| 95-th percentile | 451 |
| Maximum | 1084 |
| Range | 1084 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 139.8096688 |
|---|---|
| Coefficient of variation (CV) | 0.8230463094 |
| Kurtosis | 4.065420145 |
| Mean | 169.8685326 |
| Median Absolute Deviation (MAD) | 63 |
| Skewness | 1.790530941 |
| Sum | 6572893 |
| Variance | 19546.7435 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 73 | 264 | 0.1% |
| 96 | 240 | 0.1% |
| 76 | 235 | 0.1% |
| 48 | 233 | 0.1% |
| 77 | 233 | 0.1% |
| 70 | 228 | 0.1% |
| 87 | 228 | 0.1% |
| 78 | 226 | 0.1% |
| 83 | 226 | 0.1% |
| 89 | 226 | 0.1% |
| Other values (867) | 36355 | 15.5% |
| (Missing) | 195828 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 20 | |
| 2 | 19 | |
| 3 | 15 | |
| 4 | 20 |
| Value | Count | Frequency (%) |
| 1084 | 1 | |
| 1051 | 1 | |
| 1049 | 1 | |
| 1046 | 1 | |
| 1045 | 1 |
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 195828 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.588023983 |
|---|---|
| Minimum | 0 |
| Maximum | 130 |
| Zeros | 16197 |
| Zeros (%) | 6.9% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.144925455 |
|---|---|
| Coefficient of variation (CV) | 1.987974412 |
| Kurtosis | 69.00555221 |
| Mean | 2.588023983 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.026690935 |
| Sum | 100141 |
| Variance | 26.47025794 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16197 | 6.9% |
| 1 | 7212 | 3.1% |
| 2 | 4235 | 1.8% |
| 3 | 2736 | 1.2% |
| 4 | 1770 | 0.8% |
| 5 | 1340 | 0.6% |
| 6 | 991 | 0.4% |
| 7 | 753 | 0.3% |
| 8 | 611 | 0.3% |
| 9 | 461 | 0.2% |
| Other values (73) | 2388 | 1.0% |
| (Missing) | 195828 |
| Value | Count | Frequency (%) |
| 0 | 16197 | |
| 1 | 7212 | |
| 2 | 4235 | 1.8% |
| 3 | 2736 | 1.2% |
| 4 | 1770 | 0.8% |
| Value | Count | Frequency (%) |
| 130 | 1 | |
| 127 | 1 | |
| 111 | 1 | |
| 102 | 1 | |
| 96 | 1 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 195828 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.113480126 |
|---|---|
| Minimum | 0 |
| Maximum | 76 |
| Zeros | 17616 |
| Zeros (%) | 7.5% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.993451818 |
|---|---|
| Coefficient of variation (CV) | 1.889514725 |
| Kurtosis | 35.67383143 |
| Mean | 2.113480126 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.632348907 |
| Sum | 81779 |
| Variance | 15.94765743 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17616 | 7.5% |
| 1 | 7177 | 3.1% |
| 2 | 4107 | 1.8% |
| 3 | 2690 | 1.1% |
| 4 | 1756 | 0.7% |
| 5 | 1260 | 0.5% |
| 6 | 878 | 0.4% |
| 7 | 615 | 0.3% |
| 8 | 476 | 0.2% |
| 9 | 378 | 0.2% |
| Other values (50) | 1741 | 0.7% |
| (Missing) | 195828 |
| Value | Count | Frequency (%) |
| 0 | 17616 | |
| 1 | 7177 | |
| 2 | 4107 | 1.8% |
| 3 | 2690 | 1.1% |
| 4 | 1756 | 0.7% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 63 | 1 | |
| 59 | 1 |
| Distinct | 156 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 128207 |
| Missing (%) | 54.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.593782627 |
|---|---|
| Minimum | 0 |
| Maximum | 259 |
| Zeros | 44346 |
| Zeros (%) | 18.9% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 16 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 8.319660524 |
|---|---|
| Coefficient of variation (CV) | 2.315014954 |
| Kurtosis | 109.4055752 |
| Mean | 3.593782627 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 7.587798301 |
| Sum | 382073 |
| Variance | 69.21675123 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44346 | 18.9% |
| 1 | 18203 | 7.8% |
| 2 | 10141 | 4.3% |
| 3 | 6518 | 2.8% |
| 4 | 4679 | 2.0% |
| 5 | 3505 | 1.5% |
| 6 | 2782 | 1.2% |
| 7 | 2191 | 0.9% |
| 8 | 1862 | 0.8% |
| 9 | 1462 | 0.6% |
| Other values (146) | 10626 | 4.5% |
| (Missing) | 128207 |
| Value | Count | Frequency (%) |
| 0 | 44346 | |
| 1 | 18203 | |
| 2 | 10141 | 4.3% |
| 3 | 6518 | 2.8% |
| 4 | 4679 | 2.0% |
| Value | Count | Frequency (%) |
| 259 | 1 | |
| 252 | 1 | |
| 251 | 1 | |
| 240 | 1 | |
| 223 | 1 |
| Distinct | 922 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 128207 |
| Missing (%) | 54.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.08117387 |
|---|---|
| Minimum | 1 |
| Maximum | 1444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 12 |
| median | 28 |
| Q3 | 72 |
| 95-th percentile | 227 |
| Maximum | 1444 |
| Range | 1443 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 96.70692136 |
|---|---|
| Coefficient of variation (CV) | 1.557749561 |
| Kurtosis | 25.05883401 |
| Mean | 62.08117387 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 4.191652358 |
| Sum | 6600160 |
| Variance | 9352.228638 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 2773 | 1.2% |
| 7 | 2754 | 1.2% |
| 8 | 2683 | 1.1% |
| 6 | 2670 | 1.1% |
| 10 | 2620 | 1.1% |
| 5 | 2550 | 1.1% |
| 11 | 2411 | 1.0% |
| 12 | 2406 | 1.0% |
| 4 | 2315 | 1.0% |
| 13 | 2313 | 1.0% |
| Other values (912) | 80820 | |
| (Missing) | 128207 |
| Value | Count | Frequency (%) |
| 1 | 935 | 0.4% |
| 2 | 1513 | |
| 3 | 1850 | |
| 4 | 2315 | |
| 5 | 2550 |
| Value | Count | Frequency (%) |
| 1444 | 1 | |
| 1414 | 1 | |
| 1379 | 1 | |
| 1309 | 1 | |
| 1262 | 1 |
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 216725 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.688318256 |
|---|---|
| Minimum | 0 |
| Maximum | 121 |
| Zeros | 3556 |
| Zeros (%) | 1.5% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 16 |
| Maximum | 121 |
| Range | 121 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.875911437 |
|---|---|
| Coefficient of variation (CV) | 1.466605094 |
| Kurtosis | 40.50809719 |
| Mean | 4.688318256 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.721543848 |
| Sum | 83438 |
| Variance | 47.27815809 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3556 | 1.5% |
| 1 | 2755 | 1.2% |
| 2 | 2266 | 1.0% |
| 3 | 1851 | 0.8% |
| 4 | 1479 | 0.6% |
| 5 | 1122 | 0.5% |
| 6 | 783 | 0.3% |
| 7 | 710 | 0.3% |
| 8 | 522 | 0.2% |
| 9 | 407 | 0.2% |
| Other values (69) | 2346 | 1.0% |
| (Missing) | 216725 |
| Value | Count | Frequency (%) |
| 0 | 3556 | |
| 1 | 2755 | |
| 2 | 2266 | |
| 3 | 1851 | |
| 4 | 1479 |
| Value | Count | Frequency (%) |
| 121 | 1 | |
| 114 | 1 | |
| 110 | 1 | |
| 107 | 1 | |
| 103 | 1 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 216725 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.057088273 |
|---|---|
| Minimum | 0 |
| Maximum | 144 |
| Zeros | 2976 |
| Zeros (%) | 1.3% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 21 |
| Maximum | 144 |
| Range | 144 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 8.844324298 |
|---|---|
| Coefficient of variation (CV) | 1.460161038 |
| Kurtosis | 38.83895723 |
| Mean | 6.057088273 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.719620043 |
| Sum | 107798 |
| Variance | 78.22207228 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2976 | 1.3% |
| 1 | 2203 | 0.9% |
| 2 | 1990 | 0.8% |
| 3 | 1836 | 0.8% |
| 4 | 1448 | 0.6% |
| 5 | 1186 | 0.5% |
| 6 | 926 | 0.4% |
| 7 | 775 | 0.3% |
| 8 | 614 | 0.3% |
| 9 | 507 | 0.2% |
| Other values (91) | 3336 | 1.4% |
| (Missing) | 216725 |
| Value | Count | Frequency (%) |
| 0 | 2976 | |
| 1 | 2203 | |
| 2 | 1990 | |
| 3 | 1836 | |
| 4 | 1448 |
| Value | Count | Frequency (%) |
| 144 | 1 | < 0.1% |
| 138 | 3 | |
| 124 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| Distinct | 444 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 216725 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.94100129 |
|---|---|
| Minimum | 0 |
| Maximum | 621 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 36 |
| median | 55 |
| Q3 | 94 |
| 95-th percentile | 235 |
| Maximum | 621 |
| Range | 621 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 70.99220626 |
|---|---|
| Coefficient of variation (CV) | 0.899307142 |
| Kurtosis | 6.175302752 |
| Mean | 78.94100129 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 2.254087568 |
| Sum | 1404913 |
| Variance | 5039.89335 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 291 | 0.1% |
| 43 | 285 | 0.1% |
| 40 | 273 | 0.1% |
| 36 | 260 | 0.1% |
| 44 | 258 | 0.1% |
| 45 | 248 | 0.1% |
| 38 | 247 | 0.1% |
| 37 | 246 | 0.1% |
| 41 | 245 | 0.1% |
| 48 | 243 | 0.1% |
| Other values (434) | 15201 | 6.5% |
| (Missing) | 216725 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 8 | < 0.1% |
| 2 | 24 | |
| 3 | 23 | |
| 4 | 26 |
| Value | Count | Frequency (%) |
| 621 | 1 | |
| 620 | 1 | |
| 565 | 1 | |
| 555 | 1 | |
| 552 | 2 |
| Distinct | 570 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 216725 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.6834298 |
|---|---|
| Minimum | 0 |
| Maximum | 824 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 51 |
| median | 75 |
| Q3 | 127 |
| 95-th percentile | 314 |
| Maximum | 824 |
| Range | 824 |
| Interquartile range (IQR) | 76 |
Descriptive statistics
| Standard deviation | 93.76426974 |
|---|---|
| Coefficient of variation (CV) | 0.8789019056 |
| Kurtosis | 6.233892929 |
| Mean | 106.6834298 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 2.27167665 |
| Sum | 1898645 |
| Variance | 8791.738281 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 216 | 0.1% |
| 63 | 215 | 0.1% |
| 61 | 206 | 0.1% |
| 66 | 206 | 0.1% |
| 59 | 204 | 0.1% |
| 55 | 201 | 0.1% |
| 68 | 201 | 0.1% |
| 52 | 199 | 0.1% |
| 49 | 198 | 0.1% |
| 64 | 197 | 0.1% |
| Other values (560) | 15754 | 6.7% |
| (Missing) | 216725 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 6 | |
| 2 | 5 | |
| 3 | 10 | |
| 4 | 6 |
| Value | Count | Frequency (%) |
| 824 | 1 | |
| 823 | 1 | |
| 793 | 1 | |
| 742 | 1 | |
| 707 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| dep | date_de_passage | sursaud_cl_age_corona | nbre_pass_corona | nbre_pass_tot | nbre_hospit_corona | nbre_pass_corona_h | nbre_pass_corona_f | nbre_pass_tot_h | nbre_pass_tot_f | nbre_hospit_corona_h | nbre_hospit_corona_f | nbre_acte_corona | nbre_acte_tot | nbre_acte_corona_h | nbre_acte_corona_f | nbre_acte_tot_h | nbre_acte_tot_f | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 01 | 2020-02-24 | 0 | 0.0 | 357.0 | 0.0 | 0.0 | 0.0 | 202.0 | 155.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 01 | 2020-02-24 | A | 0.0 | 73.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 01 | 2020-02-24 | B | 0.0 | 155.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 01 | 2020-02-24 | C | 0.0 | 61.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 01 | 2020-02-24 | D | 0.0 | 28.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 01 | 2020-02-24 | E | 0.0 | 40.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 01 | 2020-02-25 | 0 | 0.0 | 310.0 | 0.0 | 0.0 | 0.0 | 177.0 | 133.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 01 | 2020-02-25 | A | 0.0 | 70.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 01 | 2020-02-25 | B | 0.0 | 117.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 01 | 2020-02-25 | C | 0.0 | 53.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| dep | date_de_passage | sursaud_cl_age_corona | nbre_pass_corona | nbre_pass_tot | nbre_hospit_corona | nbre_pass_corona_h | nbre_pass_corona_f | nbre_pass_tot_h | nbre_pass_tot_f | nbre_hospit_corona_h | nbre_hospit_corona_f | nbre_acte_corona | nbre_acte_tot | nbre_acte_corona_h | nbre_acte_corona_f | nbre_acte_tot_h | nbre_acte_tot_f | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 234512 | 976 | 2021-03-15 | B | 0.0 | 41.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234513 | 976 | 2021-03-15 | C | 1.0 | 19.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234514 | 976 | 2021-03-15 | D | 1.0 | 5.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234515 | 976 | 2021-03-15 | E | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234516 | 976 | 2021-03-16 | 0 | 0.0 | 62.0 | 0.0 | 0.0 | 0.0 | 32.0 | 30.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 234517 | 976 | 2021-03-16 | A | 0.0 | 20.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234518 | 976 | 2021-03-16 | B | 0.0 | 30.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234519 | 976 | 2021-03-16 | C | 0.0 | 10.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234520 | 976 | 2021-03-16 | D | 0.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 234521 | 976 | 2021-03-16 | E | 0.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |